Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "122"
csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 122 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 60 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 58 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
            antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
        else:
            antnum = int(row['Ant'])
        if antnum != int(antenna):
            continue
        
        if np.issubdtype(type(row['Node']), np.integer):
            row['Node'] = str(row['Node'])
        if type(row['Node']) == str and row['Node'].isnumeric():
            row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 122, Node N08:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459875 digital_ok 100.00% 0.00% 0.00% 0.00% - - 13.104789 11.225913 1.034854 1.669580 6.880883 -0.829420 -0.448105 -0.830341 0.7298 0.7302 0.3826 nan nan
2459874 digital_ok 100.00% 0.00% 0.00% 0.00% - - 17.574052 15.604966 0.054629 0.409384 5.545929 -1.153182 0.210689 -0.700660 0.7183 0.6956 0.3755 nan nan
2459873 digital_ok 100.00% 0.00% 0.00% 0.00% - - 13.588360 11.559874 0.409752 1.135505 2.812452 -0.352986 -0.404813 -0.789333 0.7231 0.7015 0.3717 nan nan
2459872 digital_ok 100.00% 0.00% 0.00% 0.00% - - 12.316104 10.593117 0.920668 1.464548 6.048875 -0.860174 -0.136828 -0.942766 0.7144 0.6907 0.3880 nan nan
2459871 digital_ok 100.00% 0.00% 0.00% 0.00% - - 10.129896 8.322650 0.885249 1.393559 4.983159 -0.869978 -0.223723 -0.919884 0.7214 0.6943 0.3802 nan nan
2459870 digital_ok 100.00% 0.00% 0.00% 0.00% - - 15.667059 13.613145 0.490047 0.758605 2.172523 -0.473809 0.020724 -0.949040 0.7282 0.7121 0.3759 nan nan
2459869 digital_ok 100.00% 0.00% 0.00% 0.00% - - 12.903796 12.292526 0.478006 0.777370 5.034311 -1.305668 0.060548 -0.964432 0.7325 0.7272 0.3720 nan nan
2459868 digital_ok 100.00% 0.00% 0.00% 0.00% - - 14.690091 12.959975 0.895303 1.584106 2.428285 -1.450877 0.290597 -1.087334 0.7166 0.6998 0.3897 nan nan
2459867 digital_ok 100.00% 0.00% 0.00% 0.00% - - 11.211932 9.231576 0.528094 1.054720 3.458733 -0.321903 0.205004 -0.901822 0.7286 0.7089 0.3885 nan nan
2459866 digital_ok 100.00% 0.00% 0.00% 0.00% - - 12.332333 10.479645 0.642551 1.205935 3.089217 -0.810267 -0.300847 -1.231161 0.7276 0.7089 0.3835 nan nan
2459865 digital_ok 100.00% 0.00% 0.00% 0.00% - - 13.618712 12.095130 3.015457 1.931379 4.403501 -0.849036 0.377194 -0.779535 0.7440 0.7224 0.3524 nan nan
2459864 digital_ok 100.00% 0.00% 0.00% 0.00% - - 15.200711 12.075219 -0.028070 2.183328 0.776879 -0.107180 0.198576 -0.369924 0.7230 0.7013 0.4004 nan nan
2459863 digital_ok 100.00% 0.00% 0.00% 0.00% - - 10.693750 8.663424 0.216358 1.141395 1.202708 -0.812474 -0.217845 -0.856836 0.7179 0.6914 0.3925 nan nan
2459862 digital_ok 100.00% 0.00% 0.00% 0.00% - - 11.406086 9.115450 0.231079 2.305930 1.050943 -0.977727 -0.283330 -0.806184 0.6995 0.7105 0.4125 nan nan
2459861 digital_ok 100.00% 0.00% 0.00% 0.00% - - 8.208916 7.116566 0.456171 1.239418 1.451525 0.017070 -0.016019 -0.684853 0.7280 0.6916 0.4072 nan nan
2459860 digital_ok 100.00% 0.00% 0.00% 0.00% - - 9.041969 7.943916 0.327551 1.431139 5.242128 -1.237021 0.002533 -0.849141 0.7359 0.7009 0.3996 nan nan
2459859 digital_ok 100.00% 0.00% 0.00% 0.00% - - 7.461070 6.386601 0.618072 1.192191 1.949233 0.422576 -0.239187 -0.639632 0.7396 0.7075 0.3966 nan nan
2459858 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.071563 7.054230 0.536411 1.160621 3.111423 0.274667 -0.177360 -0.673496 0.7484 0.7111 0.4085 3.180090 2.679433
2459857 digital_ok 100.00% 100.00% 100.00% 0.00% - - 8.024433 7.199633 2.614667 1.950572 11.435179 2.617015 9.691350 5.393299 0.0234 0.0233 0.0004 nan nan
2459856 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 11.810748 10.198358 0.538464 1.065700 1.346119 -1.065851 0.020092 -0.656980 0.7404 0.7255 0.3891 2.857976 2.584962
2459855 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 13.452831 11.131423 0.148371 1.140930 1.508800 -0.311589 -0.472272 -1.103611 0.7270 0.7396 0.4191 2.778502 2.481233
2459854 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 13.744683 11.526655 -0.015027 0.503117 1.932921 -0.464159 -0.090598 -1.024186 0.7379 0.7559 0.4295 3.217548 2.746195
2459853 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 10.495028 8.915978 0.047823 0.783234 2.712134 -0.811498 0.140086 -0.869521 0.7627 0.7182 0.4120 3.516971 2.914458
2459852 digital_ok 100.00% 29.19% 29.19% 0.00% 100.00% 0.00% 7.493119 8.201914 -0.226681 1.000442 4.482274 -0.605108 -0.389488 0.560985 0.6290 0.6163 0.1383 4.393287 4.245818
2459851 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.285023 7.868445 0.051219 1.147329 4.351614 0.000699 0.724689 0.160114 0.7844 0.7597 0.3136 3.387234 2.379464
2459850 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 10.377395 9.023497 0.010880 0.801176 2.990391 -0.672624 0.510384 -0.771840 0.7657 0.7758 0.3428 3.220553 2.770202
2459849 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 11.901040 10.260435 0.829683 1.613400 2.676992 -0.979205 0.434400 -0.916686 0.7646 0.7677 0.3486 4.370323 3.671344
2459848 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 10.669553 9.513934 0.957312 0.431995 8.653594 -0.813739 -0.220422 -0.970924 0.7423 0.7687 0.3717 4.149993 3.494438
2459847 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 11.619106 10.806757 0.452259 0.557925 1.938960 -0.092889 -0.656396 -1.103296 0.7475 0.7095 0.4190 10.996789 8.289428
2459846 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 11.873618 10.772426 0.535851 0.353208 1.161838 -0.715829 0.906229 -0.776305 0.8530 0.6960 0.4739 3.397692 2.514401
2459845 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459844 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459843 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459842 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.451461 5.252821 3.239215 1.032939 -0.401029 0.438647 -0.040687 0.157289 0.7586 0.7135 0.2437 4.690704 4.170410
2459841 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459840 digital_ok 100.00% 100.00% 100.00% 0.00% - - 64.397293 66.179567 8.436532 5.938757 3.403010 2.963029 10.946259 8.305605 0.0213 0.0214 0.0004 nan nan
2459839 digital_ok 100.00% - - - - - 16.369120 17.144719 19.972820 14.510614 4.308745 1.817786 15.019660 10.610010 nan nan nan nan nan
2459838 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.749563 6.231210 7.328814 1.603513 -0.531235 0.303864 -0.408758 -0.783899 0.7572 0.7392 0.3750 4.936652 4.583352
2459835 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459833 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459832 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 13.868050 10.670390 0.892009 0.263279 1.095277 -0.162652 -0.422933 -0.936179 0.8274 0.5826 0.5610 4.382992 3.452144
2459831 digital_ok 100.00% 100.00% 100.00% 0.00% - - 16.420230 17.430902 21.210294 15.533619 4.148305 3.625637 10.178740 8.196339 0.0219 0.0229 0.0011 nan nan
2459830 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 12.878295 11.883761 1.283817 0.945629 -1.471225 -0.687794 0.367298 0.298506 0.8274 0.5948 0.5438 6.377111 5.247649
2459829 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 16.948846 13.365645 0.524485 1.150128 1.645627 -0.527269 1.148417 0.515199 0.7777 0.7036 0.3912 -0.000000 -0.000000
2459828 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 10.851952 9.622128 0.465991 0.736978 -0.560515 -0.089811 -0.146665 -1.003435 0.8248 0.6049 0.5263 0.000000 0.000000
2459827 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 12.894335 11.174520 1.425591 1.887365 0.698904 -0.974596 -0.561465 -0.954810 0.7853 0.7113 0.3940 5.287544 4.597474
2459826 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.604653 8.902226 1.722419 1.622153 -0.133389 1.201413 -0.138706 -0.284811 0.8241 0.6214 0.4995 0.000000 0.000000
2459825 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.707980 8.862374 0.826567 0.319633 -0.753569 -0.700291 -0.588731 -0.703900 0.8279 0.6459 0.4900 3.713285 3.079478
2459824 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 11.136881 8.491442 0.917719 0.666068 -0.215977 -0.939857 0.021046 -0.285394 0.7613 0.7757 0.3289 3.466231 3.404772
2459823 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.134794 7.107214 1.633201 1.127315 1.184904 -0.022693 1.219938 1.421897 0.7940 0.6882 0.4372 8.950929 3.816369
2459822 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.859128 9.164591 1.217182 1.237439 -0.366396 0.074455 0.253659 0.777471 0.8242 0.6595 0.4881 6.194340 4.868198
2459821 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.770131 9.148606 1.137084 1.439498 -1.320938 -0.330954 -1.524006 -0.983546 0.8244 0.6699 0.4848 3.330433 2.894288
2459820 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 12.681101 10.684102 1.113501 1.744426 0.716192 -0.159959 0.925632 0.967738 0.7973 0.7166 0.3897 6.269754 5.235428
2459817 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.299765 7.979678 0.695269 0.974410 -0.674557 -0.239194 -0.557095 -0.638414 0.8258 0.6994 0.4856 3.255052 3.005672
2459816 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.959407 7.931058 1.697313 0.805615 -0.405549 0.176679 0.900059 0.516718 0.8630 0.6424 0.5632 4.618745 3.792424
2459815 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.515087 7.327675 1.446847 0.980544 0.005883 -0.062579 0.110202 0.427404 0.8267 0.7140 0.4897 4.475268 4.007532
2459814 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459813 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.781185 14.795263 0.557961 1.323179 0.925682 1.195292 0.647082 1.007496 0.0909 0.0837 0.0178 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 122: 2459875

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 13.104789 13.104789 11.225913 1.034854 1.669580 6.880883 -0.829420 -0.448105 -0.830341

Antenna 122: 2459874

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 17.574052 17.574052 15.604966 0.054629 0.409384 5.545929 -1.153182 0.210689 -0.700660

Antenna 122: 2459873

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 13.588360 13.588360 11.559874 0.409752 1.135505 2.812452 -0.352986 -0.404813 -0.789333

Antenna 122: 2459872

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 12.316104 10.593117 12.316104 1.464548 0.920668 -0.860174 6.048875 -0.942766 -0.136828

Antenna 122: 2459871

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 10.129896 8.322650 10.129896 1.393559 0.885249 -0.869978 4.983159 -0.919884 -0.223723

Antenna 122: 2459870

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 15.667059 15.667059 13.613145 0.490047 0.758605 2.172523 -0.473809 0.020724 -0.949040

Antenna 122: 2459869

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 12.903796 12.903796 12.292526 0.478006 0.777370 5.034311 -1.305668 0.060548 -0.964432

Antenna 122: 2459868

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 14.690091 14.690091 12.959975 0.895303 1.584106 2.428285 -1.450877 0.290597 -1.087334

Antenna 122: 2459867

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 11.211932 11.211932 9.231576 0.528094 1.054720 3.458733 -0.321903 0.205004 -0.901822

Antenna 122: 2459866

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 12.332333 10.479645 12.332333 1.205935 0.642551 -0.810267 3.089217 -1.231161 -0.300847

Antenna 122: 2459865

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 13.618712 13.618712 12.095130 3.015457 1.931379 4.403501 -0.849036 0.377194 -0.779535

Antenna 122: 2459864

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 15.200711 12.075219 15.200711 2.183328 -0.028070 -0.107180 0.776879 -0.369924 0.198576

Antenna 122: 2459863

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 10.693750 10.693750 8.663424 0.216358 1.141395 1.202708 -0.812474 -0.217845 -0.856836

Antenna 122: 2459862

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 11.406086 11.406086 9.115450 0.231079 2.305930 1.050943 -0.977727 -0.283330 -0.806184

Antenna 122: 2459861

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 8.208916 7.116566 8.208916 1.239418 0.456171 0.017070 1.451525 -0.684853 -0.016019

Antenna 122: 2459860

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 9.041969 9.041969 7.943916 0.327551 1.431139 5.242128 -1.237021 0.002533 -0.849141

Antenna 122: 2459859

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 7.461070 7.461070 6.386601 0.618072 1.192191 1.949233 0.422576 -0.239187 -0.639632

Antenna 122: 2459858

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 8.071563 7.054230 8.071563 1.160621 0.536411 0.274667 3.111423 -0.673496 -0.177360

Antenna 122: 2459857

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Temporal Variability 11.435179 7.199633 8.024433 1.950572 2.614667 2.617015 11.435179 5.393299 9.691350

Antenna 122: 2459856

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 11.810748 11.810748 10.198358 0.538464 1.065700 1.346119 -1.065851 0.020092 -0.656980

Antenna 122: 2459855

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 13.452831 11.131423 13.452831 1.140930 0.148371 -0.311589 1.508800 -1.103611 -0.472272

Antenna 122: 2459854

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 13.744683 11.526655 13.744683 0.503117 -0.015027 -0.464159 1.932921 -1.024186 -0.090598

Antenna 122: 2459853

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 10.495028 8.915978 10.495028 0.783234 0.047823 -0.811498 2.712134 -0.869521 0.140086

Antenna 122: 2459852

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok nn Shape 8.201914 7.493119 8.201914 -0.226681 1.000442 4.482274 -0.605108 -0.389488 0.560985

Antenna 122: 2459851

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 9.285023 9.285023 7.868445 0.051219 1.147329 4.351614 0.000699 0.724689 0.160114

Antenna 122: 2459850

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 10.377395 10.377395 9.023497 0.010880 0.801176 2.990391 -0.672624 0.510384 -0.771840

Antenna 122: 2459849

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 11.901040 11.901040 10.260435 0.829683 1.613400 2.676992 -0.979205 0.434400 -0.916686

Antenna 122: 2459848

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 10.669553 9.513934 10.669553 0.431995 0.957312 -0.813739 8.653594 -0.970924 -0.220422

Antenna 122: 2459847

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 11.619106 10.806757 11.619106 0.557925 0.452259 -0.092889 1.938960 -1.103296 -0.656396

Antenna 122: 2459846

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 11.873618 11.873618 10.772426 0.535851 0.353208 1.161838 -0.715829 0.906229 -0.776305

Antenna 122: 2459845

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 122: 2459844

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 122: 2459843

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 122: 2459842

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok nn Shape 5.252821 3.451461 5.252821 3.239215 1.032939 -0.401029 0.438647 -0.040687 0.157289

Antenna 122: 2459841

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 122: 2459840

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok nn Shape 66.179567 64.397293 66.179567 8.436532 5.938757 3.403010 2.963029 10.946259 8.305605

Antenna 122: 2459839

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Power 19.972820 17.144719 16.369120 14.510614 19.972820 1.817786 4.308745 10.610010 15.019660

Antenna 122: 2459838

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Power 7.328814 6.231210 6.749563 1.603513 7.328814 0.303864 -0.531235 -0.783899 -0.408758

Antenna 122: 2459835

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 122: 2459833

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 122: 2459832

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 13.868050 13.868050 10.670390 0.892009 0.263279 1.095277 -0.162652 -0.422933 -0.936179

Antenna 122: 2459831

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Power 21.210294 16.420230 17.430902 21.210294 15.533619 4.148305 3.625637 10.178740 8.196339

Antenna 122: 2459830

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 12.878295 12.878295 11.883761 1.283817 0.945629 -1.471225 -0.687794 0.367298 0.298506

Antenna 122: 2459829

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 16.948846 13.365645 16.948846 1.150128 0.524485 -0.527269 1.645627 0.515199 1.148417

Antenna 122: 2459828

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 10.851952 9.622128 10.851952 0.736978 0.465991 -0.089811 -0.560515 -1.003435 -0.146665

Antenna 122: 2459827

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 12.894335 12.894335 11.174520 1.425591 1.887365 0.698904 -0.974596 -0.561465 -0.954810

Antenna 122: 2459826

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 9.604653 8.902226 9.604653 1.622153 1.722419 1.201413 -0.133389 -0.284811 -0.138706

Antenna 122: 2459825

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 9.707980 8.862374 9.707980 0.319633 0.826567 -0.700291 -0.753569 -0.703900 -0.588731

Antenna 122: 2459824

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 11.136881 11.136881 8.491442 0.917719 0.666068 -0.215977 -0.939857 0.021046 -0.285394

Antenna 122: 2459823

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 8.134794 7.107214 8.134794 1.127315 1.633201 -0.022693 1.184904 1.421897 1.219938

Antenna 122: 2459822

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 9.859128 9.859128 9.164591 1.217182 1.237439 -0.366396 0.074455 0.253659 0.777471

Antenna 122: 2459821

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 9.770131 9.148606 9.770131 1.439498 1.137084 -0.330954 -1.320938 -0.983546 -1.524006

Antenna 122: 2459820

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 12.681101 12.681101 10.684102 1.113501 1.744426 0.716192 -0.159959 0.925632 0.967738

Antenna 122: 2459817

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 9.299765 9.299765 7.979678 0.695269 0.974410 -0.674557 -0.239194 -0.557095 -0.638414

Antenna 122: 2459816

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 9.959407 7.931058 9.959407 0.805615 1.697313 0.176679 -0.405549 0.516718 0.900059

Antenna 122: 2459815

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 8.515087 7.327675 8.515087 0.980544 1.446847 -0.062579 0.005883 0.427404 0.110202

Antenna 122: 2459814

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 digital_ok nn Shape nan nan nan nan nan nan nan nan nan

Antenna 122: 2459813

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
122 N08 digital_ok ee Shape 16.781185 14.795263 16.781185 1.323179 0.557961 1.195292 0.925682 1.007496 0.647082
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